Zero of fourteen models named phpIPAM first on the direct prompt; four named BlueCat Integrity. phpIPAM was named by twelve of the fourteen models and BlueCat Integrity by thirteen and phpIPAM carries 23 labels and BlueCat Integrity 49, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the DDI and IP address management page.
Across every category in the November 2026 Edition, phpIPAM and BlueCat Integrity were named in the same answer forty-five times, of the 83 answers naming phpIPAM and the 174 naming BlueCat Integrity. In those answers BlueCat Integrity took the first choice two times and phpIPAM thirteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Use phpIPAM only if you have a small network, strong in-house Linux skills, and can accept the trade-offs in automation and support.” GLM 4.7 FlashX · paraphrase prompt · soft negative
“Open-source IPAM tools (e.g., unmaintained phpIPAM setups or custom GitHub wrappers) ... often lack automated sync features” Gemini 3.5 Flash · negative prompt · soft negative
“It lacks the built-in DHCP/DNS servers of commercial suites but manages addresses efficiently.” Qwen 3.7 Flash · comparative prompt · soft negative
“Highly recommended for budget-conscious teams, especially if you need a simple, flexible, and self-hosted IP address management tool.” Mistral Small · budget prompt · first choice
“phpIPAM and NetBox Both are free and widely used as a best-value starting point for a small / limited-budget team.” Muse Glimmer 30B · budget prompt · first choice
“open-source solutions like phpIPAM or entry-level commercial options like SolarWinds tend to offer the best value” Claude Haiku 4.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“AI models suggest avoiding it unless necessary, as it may not be suitable for all business sizes.” Mistral Small · negative prompt · hard negative
“powerful but costly and likely overkill for limited budgets” Kimi K2 · budget prompt · hard negative
“BlueCat, for example, describes Micetro as an overlay and Integrity as a full-stack platform; those are different approaches with different tradeoffs.” GPT-6 Luna · negative prompt · soft negative
“Choose BlueCat (specifically Micetro) if you want a modern, cloud-ready platform that scales easily and offers high value per dollar—often the preferred choice for growing mid-market B2B entities.” Qwen 3.7 Flash · direct prompt · first choice
“BlueCat (specifically BlueCat Integrity or their Address Manager with cloud options) is often the best overall DDI platform for a mid-market B2B company.” Grok 4.20 · direct prompt · first choice
“BlueCat: Excels in stability, open standards, visibility, and centralized management. Often praised for security and ease in peer reviews.” Grok 4.20 · scale prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.